Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted Networks with Rate-Splitting Multiple Access.
Sajad FaramarziSepideh JavadiFarshad ZeinaliHosein ZariniMohammad Robat MiliMehdi BennisYonghui LiKai-Kit WongPublished in: CoRR (2024)
Keyphrases
- resource allocation
- multiple access
- reinforcement learning
- communication systems
- resource management
- resource allocation problems
- optimal resource allocation
- power allocation
- market equilibrium
- scarce resources
- wireless communication
- allocation problems
- state space
- social networks
- allocate resources
- allocation strategies
- reinforcement learning algorithms
- combinatorial auctions
- network structure
- computer networks
- dynamic resource allocation
- markov decision processes
- resource allocation and scheduling
- model free
- multi user
- division multiple access
- frequency hopping
- resource allocation decisions
- multi agent